环球UG官方网:人工智能遭遇文档及人员障碍:数字化和流程数字化

淮北新闻网/2020-06-29/ 分类:淮北科技/阅读:

人工智能的利用已到了令人赞叹的境地,人工智能在识别、模式和异常检测(https://www.cognilytica.com/2019/07/25/infographic-the-identification-pattern-of-ai/)、预测性阐明(https://www.cognilytica.com/2019/08/01/infographic-the-predictive-analytics-decision-support-pattern-of-ai/)、自主系统(https://www.cognilytica.com/2019/10/23/ai-today-podcast-112-patterns--ai-autonomous-systems/)、超本性化和方针驱动系统等方面提供了强大的成果。但人工智能系统假如不可会见数据就不可练习呆板进修模子,也就没有步伐做任何工作。而大部门数据都以纸质或电子形式某人工节制的形式关闭在文档里。

Often, a necessary first step to making any AI project happen is simply getting those documents and processes out of paper and human-based forms and into digital forms that a machine can understand. The notion of converting these analog assets into digital forms is known as digitization in the context of documents and information, and digitalization, in the context of processes and human-based activities. [Not surprisingly, digitization and digitalization efforts are seeing some of their most robust activity in the context of AI- enabling systems, according to a report from analyst firm Cognilytica.](https://www.cognilytica.com/2020/06/23/digitization-and- digitalization-june-2020/) _(Disclosure, I’m a principal analyst with Cognilytica)_

凡是,实现任何AI(人工智能)项目标第一步就是简朴地将这些文档和流程从纸质和基于人类形式里提取出来及转换成呆板可以领略的数字形式。数字化是指将这些模仿资产转换为数字形式,是相对文档和信息的上下文而言。而流程数字化(Digitalization)则是相对流程和基于人类勾当的上下文而言。按照阐明公司Cognilytica的陈诉,数字化和数字流程化事情在AI支持系统方面的勾当十分强劲,这是不敷为奇的。(有须要披露一下,笔者是Cognilytica的首席阐明师)

**Digitization**

数字化

The general idea of digitization is the process of converting information into a digital, computer-readable format. In order to gain real insights from your data and information it needs to make its way into a digital format rather than existing on paper and stored in a physical filing cabinet. Data is the foundational layer upon which information, understanding, and insights can be gathered. Document digitization is the idea of getting information that computers can’t process into a format they can handle.

数字化根基就是将信息转换为计较机可读的数字名目标进程。要从数据和信息中得到真正的看法,就需要将其转换成数字名目,而不但是质芯式或存储在实体文件柜里。数据是基本层,信息、领略和看法的收集都是基于该基本层。文档数字化就是将计较机无法处理惩罚的信息整成计较机可以处理惩罚的形式。

By digitizing data, organizations and agencies can extract more value from assets that are otherwise literally gathering dust and occupying space. To gain higher level understanding from their data including performing analyses, automating various tasks, and incorporating more intelligent and cognitive processes, information needs to be converted from its non-digital form into one that computers can understand.

数据颠末数字化后,组织和机构就可以从这样的资产中获取更多的代价,未经数字化的资产实际上是用来落灰的,并且还占空间。为了从数据中得到更高条理的领略,譬喻包罗执行阐明、自动执行等各类任务以及整合更多智能和认知进程的数据,信息需要从非数字形式转换为计较机可以领略的形式。

Examples of digitizing information include:

信息数字化的例子包罗:

* Converting printed and handwritten text to digital format

将打印文本和手写文本转换为数字名目

* Converting audio recordings in analog formats to digital format

将模仿名目标音频唱片转换为数字名目

* Converting archival documents to digital format

将档案文件转换为数字名目

* Converting video and film content to digital format

视频和影戏内容转换为数字名目

For information that relates to documents, the concept of document digitization is also known as **document capture.   **The goal of document capture and document digitization is one of taking non-digital information and representing it in a digital manner for further processing. Many document capture systems take a digital image or sample of a print document, video, film, or other non-digital asset. The resulting digital format can then be electronically stored for further processing and analysis. Below is an example of digitization of text.

与文档有关的信息数字化也叫文档捕捉。文档捕捉和文档数字化的方针是获取非数字信息并用数字方法暗示出来做进一步处理惩罚。很多文档捕捉系统往往先得到一个数字图像或打印文档、视频、胶片或其他非数字资产的样本。然后再将所生成的数字名目举办电子存储,再举办进一步的处理惩罚和阐明。以下是文本数字化的示例。

![Document capture and extraction](https://specials- images.forbesimg.com/imageserve/5ef2a029c708900006e39e4e/960x0.jpg?fit=scale)

Document capture and extraction Cognilytica

文档捕捉和提取(图:Cognilytica)

Just as documents can be digitized, so too can audio and video assets. Analog video or audio must be transferred to digital format for organizations to be able to use it in a meaningful way such as posting to the internet or a website or transferring to someone via email or digital file shares.

文档可以数字化,音频和视频资产也可以数字化。组织必需先将模仿视频或音频转换成数字名目用起来才有意义,譬喻宣布到网上或网站上,或通过电子邮件或数字文件共享发给某小我私家。

Examples of audio and video digitization include:

音频和视频数字化的例子包罗:

* Converting film and magnetic video to digital format

将影戏和视频磁带转换为数字名目

* Converting music and magnetic audio to digital format

音乐和音频磁带转换为数字名目

* Converting analog audio and video production to digital formats

将模仿音频和视频作品转换为数字名目

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